HR & People
Internal knowledge base Q&A chatbot
Deploy an AI-powered chatbot that answers employee questions about HR policies, benefits, IT procedures, and company information by drawing on internal documentation.
40–60%
reduction in HR and IT helpdesk enquiries
Opportunity assessment
Minor improvement. Small efficiency gain with limited effect on overall turnover or bottom line.
Relatively straightforward. Off-the-shelf tools handle the core task. Implementation is well-understood with good examples to follow.
Moderate data needs. Works with data most businesses hold, but will likely need consolidation, cleaning, or reformatting before use.
Moderate risk. Some customer or external exposure. Errors create rework or reputational impact but are recoverable.
Moderate people impact. Part of someone's working day changes. Requires training and some adjustment time, but roles remain broadly the same.
Tooling required
Things to consider
The chatbot is only as good as the documentation it draws on. If your policies are outdated, contradictory, or poorly written, the chatbot will confidently give wrong answers.
Set clear scope boundaries — the chatbot should answer factual policy questions, not provide personal advice on grievances, disciplinary matters, or sensitive situations.
Measure deflection rate and satisfaction. If employees are using the chatbot and then still contacting HR for the same question, the answers aren't good enough.
Experiment starter: Identify your top 20 most-asked HR and IT questions. Build a RAG system using your existing policy documents. Test the answers against what your HR team would say. If accuracy exceeds 90% on factual questions, pilot with a small group.
Go deeper in the playbook
Section — Opportunity Identification, including the AI Opportunity Assessment ScorecardSection — The Tooling LandscapeThis is an automation opportunity — see the relevant playbook section for how to approach it.More in HR & People
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